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pavankalyan1997 / Machine-learning-without-any-libraries

Star 172

This is a collection of some of the important machine learning algorithms which are implemented with out using any libraries. Libraries such as numpy and pandas are used to improve computational complexity of algorithms

machine-learning-algorithms jupyter-notebook naive-bayes-classifier artificial-neural-networks k-means-clustering simple-linear-regression knn-classifier multiple-linear-regression
  • Updated Feb 5, 2019
  • Jupyter Notebook

kennedyCzar / STOCK-RETURN-PREDICTION-USING-KNN-SVM-GUASSIAN-PROCESS-ADABOOST-TREE-REGRESSION-AND-QDA

Star 117

Forecast stock prices using machine learning approach. A time series analysis. Employ the Use of Predictive Modeling in Machine Learning to Forecast Stock Return. Approach Used by Hedge Funds to Select Tradeable Stocks

pipeline random-forest prediction stock logistic-regression predictive-analysis stocks adaboost predictive-modeling algorithmic-trading decision-tree svm-classifier quadratic-discriminant-analysis parameter-tuning guassian-processes gridsearchcv knn-classifier
  • Updated Sep 8, 2022
  • Jupyter Notebook

Devtown-India / Yoga-Pose-Estimation-App

Star 39

This is a Yoga Pose Estimation App which can be able to detect the yoga pose in real time by using posenet and KNN Classifier. Here the dataset used is custom data set which consists of 3 videos for representing 3 different postures. It is deployed in heroku. One Thing to be noted i.e this will work correctly for all mobile and edge devices.

flask machine-learning deep-learning p5js pose-estimation nueral-networks knn-classifier posenet ml5js yoga-poses
  • Updated Mar 28, 2023
  • Jupyter Notebook

zikry009 / Diabetes_Prediction_Portal

Star 21

Diabetes Prediction is my weekend practice project. In this I used KNN Neighbors Classifier to trained model that is used to predict the positive or negative result. Given set of inputs are BMI(Body Mass Index),BP(Blood Pressure),Glucose Level,Insulin Level based on this features it predict whether you have diabetes or not.

python machine-learning sklearn machinelearning knn-classification diabetes-detection knn-classifier diabetes-prediction pima-indians-diabetes
  • Updated Sep 6, 2022
  • HTML

thieu1995 / MHA-FS

Star 19

The biggest module developed with complete focus on Feature Selection (FS) using Meta-Heuristic Algorithm / Nature-inspired evolutionary / Swarm-based computing.

machine-learning optimization genetic-algorithm feature-selection feature-extraction dimensionality-reduction feature-engineering lda decision-tree-classifier svm-classifier pso classification-model cnn-classification knn-classifier whale-optimization harris-hawks-optimization equilibrium-optimizer mealpy
  • Updated Jun 15, 2023
  • Python

mcabinaya / Bank-Marketing-Data-Analysis

Star 14

Machine Learning/Pattern Recognition Models to analyze and predict if a client will subscribe for a term deposit given his/her marketing campaign related data

python random-forest pandas-dataframe histogram cross-validation data-visualization naive-bayes-classifier dimensionality-reduction logistic-regression matplotlib missing-data data-preprocessing class-imbalance svm-classifier multilayer-perceptron categorical-data roc-auc knn-classifier bank-marketing-analysis sklearn-library
  • Updated Jun 5, 2018
  • Python

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